Literature DB >> 24533072

Impaired postural control reduces sit-to-stand-to-sit performance in individuals with chronic obstructive pulmonary disease.

Lotte Janssens1, Simon Brumagne1, Alison K McConnell2, Kurt Claeys3, Madelon Pijnenburg1, Nina Goossens1, Chris Burtin4, Wim Janssens5, Marc Decramer6, Thierry Troosters6.   

Abstract

BACKGROUND: Functional activities, such as the sit-to-stand-to-sit (STSTS) task, are often impaired in individuals with chronic obstructive pulmonary disease (COPD). The STSTS task places a high demand on the postural control system, which has been shown to be impaired in individuals with COPD. It remains unknown whether postural control deficits contribute to the decreased STSTS performance in individuals with COPD.
METHODS: Center of pressure displacement was determined in 18 individuals with COPD and 18 age/gender-matched controls during five consecutive STSTS movements with vision occluded. The total duration, as well as the duration of each sit, sit-to-stand, stand and stand-to-sit phase was recorded.
RESULTS: Individuals with COPD needed significantly more time to perform five consecutive STSTS movements compared to healthy controls (19±6 vs. 13±4 seconds, respectively; p = 0.001). The COPD group exhibited a significantly longer stand phase (p = 0.028) and stand-to-sit phase (p = 0.001) compared to the control group. In contrast, the duration of the sit phase (p = 0.766) and sit-to-stand phase (p = 0.999) was not different between groups.
CONCLUSIONS: Compared to healthy individuals, individuals with COPD needed significantly more time to complete those phases of the STSTS task that require the greatest postural control. These findings support the proposition that suboptimal postural control is an important contributor to the decreased STSTS performance in individuals with COPD.

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Year:  2014        PMID: 24533072      PMCID: PMC3922802          DOI: 10.1371/journal.pone.0088247

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

Functional limitations in individuals with chronic obstructive pulmonary disease (COPD) frequently restrict their performance of daily activities like walking, stair climbing and transport [1]. Recently, it has been shown that the functional limitations in individuals with COPD are not only attributed to their respiratory impairment, but also to the many extra-pulmonary consequences of the disease [2]. The extra-pulmonary mechanisms underlying the disability in individuals with COPD are not fully understood. The ability to rise and sit down on a chair, usually called sit-to-stand-to-sit (STSTS), is an essential daily functional activity [3]. The STSTS performance can be limited by decreased muscle strength [4], but it also places a high demand on the postural balance system [5]. Moreover, it has been established that longer STSTS times in elderly strongly predict fall risk and functional dependence [6]–[8]. Interestingly, fall injuries [9], [10] and balance deficits [10]–[14] are higher in individuals with COPD compared to healthy individuals of similar age. Recently, it has been shown that individuals with COPD are not able to achieve the same number of STSTS repetitions within one minute as healthy individuals [15], [16]. Moreover, STSTS seems strongly associated to mortality in COPD patients [17]. This functional limitation has been mainly attributed to their ventilatory restrictions and peripheral muscle weakness [15]. Moving from a sitting to a standing position, and the reverse, requires a coordinated vertical and horizontal displacement of the center of mass [18], [19]. However, the co-ordination of the STSTS movement has not been investigated in individuals with COPD. It is reasonable to hypothesize that the decreased STSTS performance in individuals with COPD may be at least partially attributable to suboptimal postural control. This can be examined by the analysis of distinct phases (sit, sit-to-stand, stand, stand-to-sit) of the STSTS movement based on center of pressure (CoP) trajectories [20], [21]. To our knowledge, possible postural control deficits underlying the STSTS performance in individuals with COPD have yet to be examined. We have previously speculated on the role of inadequate postural control in COPD in relation to impaired respiratory (diaphragm) muscle function [22]. Thus, the purpose of this study was to compare the performance and control of the STSTS task between individuals with COPD and healthy matched controls. We hypothesize that there will be impaired postural control during STSTS in individuals with COPD, which may be manifest in an increased time to stand up and sit down on a chair.

Methods

Subjects

Eighteen individuals with COPD (6 women, 12 men) and 18 healthy controls participated in this study. The groups were matched for age (+/−2 years) and gender. The individuals with COPD were recruited from a local sports group individualized for individuals with COPD. Individuals with a history of specific balance problems (i.e., diagnosed vestibular or neurological disorder), spinal surgery, or lower limb musculoskeletal problems (i.e., surgery, injury or pathology at hip, knee, ankle or foot) were excluded. All participants gave their written informed consent conform to the principles of the Declaration of Helsinki (1964). The study was approved by the local Ethics Committee of Biomedical Sciences, KU Leuven, Belgium (Clinical Trial Center: B322201112379-S53589) and registered at www.clinicaltrials.gov with identification number NCT01505543. A physical activity questionnaire was completed [23]. Spirometry was evaluated using forced expiratory volume in one second (FEV1), forced vital capacity (FVC) and functional residual capacity (FRC). Respiratory muscle strength was evaluated by measuring maximal inspiratory pressure (PImax) and maximal expiratory pressure (PEmax) using an electronic pressure transducer (MicroRPM, Micromedical Ltd., Kent, UK). The PImax was measured at functional residual capacity and the PEmax at total lung capacity. A minimum of five repetitions were performed and tests were repeated until there was less than five % difference between the best and second best test. The highest pressure sustained over one second was recorded and compared to reference values [24]. Isometric hand grip force (HGF) was measured using a hydraulic hand grip dynamometer (Jamar Preston, Jackson, MI) [25]. Isometric quadriceps force (QF) was quantified in the individuals with COPD using a Cybex Norm Dynamometer (Cybex Norm, Enraf Nonius, Delft, The Netherlands). Peak extension torque was measured at 60° of knee flexion. At least three measurements were obtained and the highest reproducible value was taken into analysis and compared to reference values [26].

Kinematics

Anterior-posterior CoP displacements were assessed using a six-channel force plate (Bertec, OH, USA). Force plate signals were sampled at 500 Hz using a Micro1401 data acquisition system using Spike2 software (Cambridge Electronic Design, UK) and were filtered using a low pass filter with a cut-off frequency of five Hz.

Experimental protocol

The participants were instructed to sit barefoot on a stool on the force plate, with their arms relaxed along the body. The stool height was adjusted to create a 90 degree angle in both the hips and knees. The vision of the participants was occluded by means of non-transparent goggles, to minimize a potential effect of vision on the performance. After 15 seconds of usual sitting, the participants were asked to perform five STSTS movements, as fast as possible and with a full range of motion. An investigator was standing nearby the participant to prevent actual falls.

Data reduction and statistical analysis

Force plate data were calculated using Spike2 software and Microsoft Excel. The total duration of the five consecutive STSTS movements, as well as the duration of each sit, sit-to-stand, stand and stand-to-sit phase was recorded. The subdivision in different phases was made based on the CoP displacements during the trial; to define the sit phase, the mean value of CoP during usual sitting was used; to define the stand phase, the mean value of CoP during usual standing was used (Figure 1) [20], [21].
Figure 1

Raw data of center of pressure (CoP) displacement of a healthy individual during sit-to-stand-to-sit (STSTS).

The different phases (sit-to-stand, stand, stand-to-sit, sit) were defined based on the mean value of CoP during usual sitting (upper horizontal grey line) and standing (lower horizontal grey line).

Raw data of center of pressure (CoP) displacement of a healthy individual during sit-to-stand-to-sit (STSTS).

The different phases (sit-to-stand, stand, stand-to-sit, sit) were defined based on the mean value of CoP during usual sitting (upper horizontal grey line) and standing (lower horizontal grey line). A one-way analysis of variance (ANOVA) was used to examine differences in baseline characteristics between the two groups (Table 1). A repeated measures ANOVA was used to examine differences between subjects and within-subjects across the different STSTS phases. A Pearson coefficient was calculated to correlate between variables. A post hoc test (Tukey) was performed to further analyze these results in detail. The statistical analysis was performed with Statistica 9.0 (Statsoft, OK, USA) with the level of significance set at p<0.05.
Table 1

Participant characteristics.

Control groupCOPD groupp-value
Age (yrs) 64±765±70.926
Height (cm) 172±9169±70.354
Weight (kg) 74±1175±140.839
BMI (kg/m2) 25±326±40.361
PAI 9.1±1.78.2±1.10.114
FVC (% pred) 116±1393±25 0.002
FEV1 (% pred) 109±1651±19 0.001
FEV1/FVC 75±945±13 0.001
FRC (% pred) N/A146±36N/A
PImax (cmH2O) 107±2379±20 0.001
PImax (% pred) 113±2485±23 0.002
PEmax (cmH2O) 192±48152±37 0.010
PEmax (% pred) 119±2599±31 0.047
HGF (% pred) 123±1893±18 0.002
QF (% pred) N/A82±22N/A

Data are presented as mean ± standard deviation. BMI: body mass index; PAI: physical activity index (maximum score = 15); FVC: forced vital capacity; FEV1: forced expiratory volume in 1 second; FRC: functional residual capacity; PImax: maximal inspiratory pressure; PEmax: maximal expiratory pressure; HGF: hand grip force; QF: quadriceps force; % pred: percentage predicted; Significant p-values (p<0.05) in bold.

Data are presented as mean ± standard deviation. BMI: body mass index; PAI: physical activity index (maximum score = 15); FVC: forced vital capacity; FEV1: forced expiratory volume in 1 second; FRC: functional residual capacity; PImax: maximal inspiratory pressure; PEmax: maximal expiratory pressure; HGF: hand grip force; QF: quadriceps force; % pred: percentage predicted; Significant p-values (p<0.05) in bold.

Results

Participant characteristics

Table 1 displays the characteristics of both groups. The participants showed equivalent anthropometric characteristics and physical activity levels (p>0.05). The patients in the study had a known diagnosis of stable COPD based on the GOLD criteria (stages II-III) [27]. None of the healthy participants had a history of smoking or evidence of airflow obstruction. The individuals with COPD showed a significantly lower respiratory muscle strength compared to the healthy controls (p<0.05).

Sit-to-stand-to-sit (STSTS) performance

The COPD group (19±6 seconds) required 46% more time to perform five consecutive STSTS movements with vision occluded, compared to the healthy group (13±4 seconds) (p = 0.001). Within the COPD group, no correlation was found between the total time to perform five STSTS movements and the QF (% predicted) (r = −0.09, p = 0.770), or between the total STSTS time and the HGF (% predicted) (r = 0.268, p = 0.335), or between the total STSTS time and the inspiratory muscle strength (PImax (% predicted)) (r = −0.06, p = 0.804). However, when data from both groups were pooled, a significant negative correlation was observed between the total STSTS time and PImax (r = −0.35, p = 0.043).

Sit-to-stand-to-sit (STSTS) phase duration

The longer total STSTS duration in the COPD group was explained primarily by a significantly longer stand phase (p = 0.028), and a significantly longer stand-to-sit phase (p = 0.001). The duration of the sit phase (p = 0.766), and the sit-to-stand phase (p = 0.999) did not differ between both groups. Figure 2 and Table 2 display the phase durations of the five STSTS movements in both groups. No correlation was found between the different phase durations and QF, HGF or PImax (p>0.05).
Figure 2

Mean durations of the five sit, sit-to-stand, stand and stand-to-sit phases.

The phase durations of the sit-to-stand-to-sit (STSTS) task are displayed for the control group and COPD group. (* = p<0.05 between both groups for all five STSTS movements).

Table 2

Mean durations (in seconds) of the five sit, sit-to-stand, stand and stand-to-sit phases.

Control groupCOPD groupp-value
Sit 0.61±0.210.87±0.360.766
Sit-to-stand 0.11±0.120.14±0.080.999
Stand 1.27±0.391.79±0.78 0.028
Stand-to-sit 0.43±0.411.08±0.88 0.001

Data are presented as mean ± standard deviation. Significant p-values (p<0.05) in bold.

Mean durations of the five sit, sit-to-stand, stand and stand-to-sit phases.

The phase durations of the sit-to-stand-to-sit (STSTS) task are displayed for the control group and COPD group. (* = p<0.05 between both groups for all five STSTS movements). Data are presented as mean ± standard deviation. Significant p-values (p<0.05) in bold.

Discussion

Individuals with COPD needed significantly more time to perform five consecutive STSTS movements, compared to healthy controls. This could be explained by longer stand and stand-to-sit phases, which are the phases requiring the greatest postural control, but not by any differences in the sit phases and the more muscle strength dependent sit-to-stand phases. These novel findings shed some light on a possible new and overlooked extra-pulmonary mechanism underlying the decreased functional capacity in individuals with COPD, more specifically impaired postural control. Different underlying mechanisms may explain why individuals with COPD increase the time of the stand-to-sit phase (but not of the sit-to-stand phase) during STSTS. First, it has been shown that stand-to-sit requires more vertical control of the center of mass compared to sit-to-stand [18], especially in elderly [28]. The high requirement of fine trunk control may explain the longer stand-to-sit phase in the COPD group, suggesting a decreased ability to meet the normal postural control demand in this population. A second explanation for the longer stand-to-sit times observed in the COPD group may be found in the loss of trunk mobility induced by hyperinflation [29]. A free play of joints is essential to control balance in an effective way, especially when ventilator demand is increased [30]. Dubost et al. demonstrated a smaller trunk motion during stand-to-sit in elderly compared to young individuals, although no difference was found between groups in sit-to-stand performance [31]. Accordingly, it is reasonable to suggest that reduced spinal mobility in individuals with COPD places a higher demand on the postural control system during the stand-to-sit transfer and consequently increases the time needed to land on a chair. A third possible explanation is the need to decelerate and to land softly on a chair, which requires eccentric contraction of the quadriceps muscles. Accordingly, the longer stand-to-sit times may also be explained by a relatively greater demand upon the quadriceps muscles in individuals with COPD [32], caused by their quadriceps weakness (QF was 82% of the predicted value). Nonetheless, the contribution of QF in this study must be interpreted with care since QF was not measured in the control group and only isometric, in contrast to isokinetic QF was measured. Eccentric (vs. concentric) quadriceps contraction requires rather more muscle control than muscle force during sit-to-stand [33]. Butcher et al. report a strong association (r = 0.81) between eccentric QF and the STSTS performance in individuals with COPD, which may indicate that eccentric muscle control is a strong contributor to the daily function of individuals with COPD [34]. However, the current study did not identify an association between isometric QF and STSTS performance, but unfortunately, eccentric and isokinetic QF were not measured. Although it has been reported that resistance training may produce an increase in leg muscle strength, the effects on functional tasks such as STSTS is still in doubt [35]. Collectively, these observations support the hypothesis that muscle control and postural control may limit the STSTS performance, and other functional tasks, in individuals with COPD. Isokinetic QF measurements must further reveal whether the longer stand-to-sit phase can be additionally associated with quadriceps weakness. In addition to longer stand-to-sit times, individuals with COPD showed a longer stand phase during consecutive STSTS movements. The standing position itself requires a specific postural control skill in order to decelerate and accelerate the body to change the movement direction. This transition phase requires additional control of the center of mass in order to prepare the body for the movement phase (i.e. stand-to-sit), and thus may last longer when postural control is impaired. Postural control depends on visual, vestibular and proprioceptive inputs [36]. More specifically, a suboptimal use of proprioception during postural control (i.e., decreased back proprioceptive use, increased ankle proprioceptive use) seems to predict this longer preparatory transition phase [20]. In this respect, the longer stand phases during the STSTS movements may be explained by the maladaptive proprioceptive changes in individuals with COPD, as it has been recently shown that these individuals adopt a suboptimal proprioceptive strategy during upright standing [22]; this may contribute to the observed balance deficits in individuals with COPD [10]–[14]. Furthermore, it is pertinent to mention that the diaphragm, a primary inspiratory muscle, has a major role in postural control [37]. Accordingly, postural control during STSTS might be compromised in individuals with COPD due to their impaired diaphragm function, as indicated by their reduced inspiratory muscle strength, as well as by the increased demand for trunk muscle contribution to breathing. Taken together, it may be hypothesized that the increased time individuals with COPD need to perform a set of STSTS movements, may not be due solely to reduced peripheral muscle strength as suggested before [4], but also to an impaired postural control. This hypothesis is supported by our observation that it were the most posturally challenging phases of the STSTS that were significantly extended in the COPD group. Our findings may also help to explain why fall risk is highly associated to STSTS performance [6], [8], as many falls occur during activities involving a body transfer [38]. Additionally, fear of falling has often been reported in individuals with COPD [39], which might contribute to the increased stand and stand-to-sit times, since these are the most insecure phases of the STSTS task. Falls and fear of falling seem closely correlated in individuals with COPD [39]. Given the high prevalence of osteoporosis in individuals with COPD [40], an increased fall risk may lead to a significant loss of functionality and increase in healthcare costs. Current training programs for individuals with COPD focus mainly on enhancing (concentric) peripheral muscle strength and aerobic capacity. However, the results of our study support the idea that specific postural control training should be considered in the rehabilitation of patients with COPD, in order to improve the performance of daily activities like STSTS, which may decrease the associated fall risk. Furthermore, postural control training might also improve movement efficiency during functional tasks, thereby reducing the ventilatory demand of patients who have a reduced ventilatory capacity. Some limitations must be addressed. Despite similar scores on the physical activity questionnaire in both groups, we suggest future studies to record physical activity more objectively by validated monitors, since daily physical activity is generally reduced in individuals with COPD which may contribute to postural control [41]. Although the results of this study provide novel insights into the reduced STSTS performance in individuals with COPD, the lack of a more detailed kinematic analysis limits interpretation. Isokinetic QF recordings of both groups would provide insight into quadriceps weakness as a contributory factor to the longer stand-to-sit phase. Three-dimensional motion analysis may contribute to better understanding of pelvic control as there may be a delayed and decreased pelvic movement during the STSTS transfer [20], contributing to the suboptimal postural control. Furthermore, prospective studies are required to shed light on whether the longer stand and stand-to-sit phases predict the fall incidence in individuals with COPD. The potential contribution of inspiratory muscle function to STSTS performance raises the intriguing question of whether specific training of these muscles might improve postural control; this intervention has already been shown to impart a number of other functional benefits to individuals with COPD [42]. In conclusion, individuals with COPD needed significantly more time to perform a series of STSTS movements compared to healthy controls. Interestingly, this could be explained by longer stand and stand-to-sit phases, but not by longer sit and sit-to-stand phases. The affected STSTS phases require the greatest postural control, and the results of this study therefore provide evidence that suboptimal postural control may contribute to the decreased STSTS performance in individuals with COPD. Our study encourages specific interventions addressing these mechanisms to improve the daily function in individuals with COPD.
  41 in total

1.  Activation of the human diaphragm during a repetitive postural task.

Authors:  P W Hodges; S C Gandevia
Journal:  J Physiol       Date:  2000-01-01       Impact factor: 5.182

2.  Measurement of stand-sit and sit-stand transitions using a miniature gyroscope and its application in fall risk evaluation in the elderly.

Authors:  Bijan Najafi; Kamiar Aminian; François Loew; Yves Blanc; Philippe A Robert
Journal:  IEEE Trans Biomed Eng       Date:  2002-08       Impact factor: 4.538

Review 3.  Insights into the neural control of eccentric contractions.

Authors:  Jacques Duchateau; Stéphane Baudry
Journal:  J Appl Physiol (1985)       Date:  2013-02-21

4.  Grip and pinch strength: normative data for adults.

Authors:  V Mathiowetz; N Kashman; G Volland; K Weber; M Dowe; S Rogers
Journal:  Arch Phys Med Rehabil       Date:  1985-02       Impact factor: 3.966

5.  A short questionnaire for the measurement of habitual physical activity in epidemiological studies.

Authors:  J A Baecke; J Burema; J E Frijters
Journal:  Am J Clin Nutr       Date:  1982-11       Impact factor: 7.045

6.  Analysis of standing up and sitting down in humans: definitions and normative data presentation.

Authors:  A Kralj; R J Jaeger; M Munih
Journal:  J Biomech       Date:  1990       Impact factor: 2.712

7.  Association between falls in elderly women and chronic diseases and drug use: cross sectional study.

Authors:  Debbie A Lawlor; Rita Patel; Shah Ebrahim
Journal:  BMJ       Date:  2003-09-27

8.  Sit-to-stand performance depends on sensation, speed, balance, and psychological status in addition to strength in older people.

Authors:  Stephen R Lord; Susan M Murray; Kirsten Chapman; Bridget Munro; Anne Tiedemann
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2002-08       Impact factor: 6.053

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Authors:  Scott J Butcher; Jaclyn M Meshke; M Suzanne Sheppard
Journal:  J Cardiopulm Rehabil       Date:  2004 Jul-Aug       Impact factor: 2.081

Review 10.  Respiratory muscle failure.

Authors:  D F Rochester; N S Arora
Journal:  Med Clin North Am       Date:  1983-05       Impact factor: 5.456

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